
AI Data Analyst Agent
Answers plain-language questions against your data and produces charts and summaries.
Most teams have more data than answers. Questions sit in an analyst's queue, reports go out with no explanation, and survey comments never get read. These insight products let people ask questions in plain language, get charts and summaries back, and see the story behind the numbers. Industry editions shape the answers around how your business measures itself.

Answers plain-language questions against your data and produces charts and summaries.

Answers plain-language questions against your data and produces charts and summaries, adapted for Ecommerce & D2C businesses that need quick answers on…

Answers plain-language questions against your data and produces charts and summaries, adapted for Hotels & Hospitality businesses that need quick answers on…

Answers plain-language questions against your data and produces charts and summaries, adapted for Logistics businesses that need quick answers on delivery performance,…

Answers plain-language questions against your data and produces charts and summaries, adapted for Manufacturing businesses that run on scattered production, order and…

Answers plain-language questions against your data and produces charts and summaries, adapted for Retail businesses that need consistent answers on sales and…

Answers plain-language questions against your data and produces charts and summaries, adapted for SaaS businesses that need clear answers on revenue, churn…
Simple questions should not need a ticket to the data team. Neither should a monthly report that everyone skims because the commentary is missing. These products shorten the distance between a question and a useful answer. Managers can ask, analysts can move faster, and open-text feedback finally turns into themes someone can act on.
The AI Data Analyst Agent answers plain-language questions against your data, with editions for SaaS, Ecommerce & D2C, Retail, Logistics, Manufacturing, and Hotels & Hospitality. If you already have dashboards, the AI BI Assistant lets managers question them, while the AI Business Intelligence Dashboard builds a conversational dashboard over key metrics.
Analysts tend to like the AI SQL Assistant, which writes and explains SQL against your schema. AI Report Narratives writes the commentary for recurring reports. AI Survey Analysis turns open-text responses into themes and sentiment, and AI Customer Insights combines customer data sources into segment-level views.
Every Upmark Labs product runs in your own accounts, so your data stays in systems you control. The Scope Card lists which sources each product connects to and what access it needs. Your data or IT lead can review that before you order and confirm it fits your rules.
The AI Data Analyst Agent and AI BI Assistant return charts, summaries and explained answers, so people can see how a figure was reached. The AI SQL Assistant shows the query it wrote and explains it. Your analysts stay the final check, especially for figures that go to leadership or clients.
It shapes the analyst around questions your sector asks every week. The Logistics edition is built for delivery performance, carriers and costs. The Hotels & Hospitality edition focuses on occupancy, rates and channel performance. The SaaS edition centers on revenue, churn and product usage. The core analyst stays the same underneath.
Tick Compare on up to four products to see scope, price and delivery side by side. If you would rather talk it through, an expert can help you pick the one that fits how you work.